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System & Data Scientist

WayveAutonomous Driving company
Sunnyvale, United StatesSenior
Data & AI

About the role

Analyze and define operational design domains for autonomous driving data management.

  • As part of our mission to scale end-to-end embodied AI for autonomous driving, we are building a world-class Data Management team focused on unlocking high-quality, targeted data acquisition that drives model performance and predictability.
  • Key Responsibilities Analyze and define the operational design domain (ODD) for each target market or region, including geography, infrastructure, weather, road types, traffic density, and local driving behaviors.
  • Build and maintain a taxonomy of behavioral competencies required to safely operate in each ODD.
  • Develop a framework to compute and prioritize permutations of ODD parameters and behavioral competencies to optimize data collection, scenario coverage, and scaling efficiency.
  • Requirements 7+ years experience in systems engineering, automotive data analysis, data science, or a related field.
  • Experience analyzing or defining ODDs in the context of AV/ADAS technologies is a strong plus.
  • Familiarity with traffic regulations and human driving behaviors across multiple geographies.
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Tech stack

PythonNumPyPandasDatabricksAWS

Match insights

Tech:Python, NumPy, Pandas, Databricks, AWS
Level:Senior

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